Evidence map›Paper›PMID 42729425›Full record

ArticleFrontiers in bioengineering and biotechnology2026

Eco-friendly formulations of essential oil-based silica nanocarriers as antibacterial agents.

Chiara Artusi, Ilaria Zanoni, Daniele Ghezzi, Gabriela Graziani, Marina Serantoni, Magda Blosi, Stefano Fedi, Martina Cappelletti, Anna Luisa Costa, Enrico Sassoni and 1 more

Abstract read
In one paragraph

Article in Frontiers in bioengineering and biotechnology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Chiara Artusi *CNR-ISSMC, National Research Council - Institute of Science, Technology and Sustainability for Ceramics, Faenza, Italy.
Ilaria Zanoni *CNR-ISSMC, National Research Council - Institute of Science, Technology and Sustainability for Ceramics, Faenza, Italy.
Daniele GhezziDepartment of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy.
Gabriela GrazianiDepartment of Human Sciences and Quality of Life, San Raffaele Rome University, Rome, Italy.
Marina SerantoniCNR-ISSMC, National Research Council - Institute of Science, Technology and Sustainability for Ceramics, Faenza, Italy.
Magda BlosiCNR-ISSMC, National Research Council - Institute of Science, Technology and Sustainability for Ceramics, Faenza, Italy.
Stefano FediDepartment of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy.
Martina CappellettiDepartment of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy.
Anna Luisa CostaCNR-ISSMC, National Research Council - Institute of Science, Technology and Sustainability for Ceramics, Faenza, Italy.
Enrico SassoniDICAM, Department of Civil, Chemical, Environmental and Materials Engineering, University of Bologna, Bologna, Italy.
Simona OrtelliCNR-ISSMC, National Research Council - Institute of Science, Technology and Sustainability for Ceramics, Faenza, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The industrial application of essential oils (EOs) is hindered by their high volatility, instability and poor solubility. Encapsulation represents an effective strategy to overcome these limitations by enhancing protection, enabling controlled release, and improving functional properties. In this study, we developed an aqueous-based sol-gel synthesis, combined with the interfacial oil miniemulsion method, to encapsulate blends of lavender (LO), thyme (TO), and cinnamon (CO) essential oils within silica nanocarriers, in order to hinder EOs volatility and instability, as well as control their release. It was also investigated whether combining LO with other essential oils (TO and CO) could provide complementary or synergistic effects. The process was conducted predominantly in water, using TEOS as silica precursor and a non-ionic surfactant under controlled conditions, aiming to reduce solvent consumption and process-related hazards in line with Safe and Sustainable by Design approach. Physicochemical characterization (SEM, FTIR, TGA, DLS, HPLC) confirmed the formation of spherical silica nanocarriers with diameters of 55-85 nm, narrow size distributions (PdI < 0.15), and encapsulation efficiencies of 93%-94%, corresponding to loading capacities of 52 wt. %. Release studies showed a sustained behavior, with release limited to 15%-26% over 48-168 h, depending on the formulation, and kinetic modelling indicated predominantly diffusion-controlled release. Antibacterial assays against

Indexed as

antibacterial activityencapsulationessential oilSafe and Sustainable by DesignSiO2 nanocarrier

Identifiers

PMID42729425
PMCPMC13561984

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.